Tabular Data Generation

24 benchmarks73 papers

Generation of the tabular data using generative models

Benchmarks

Tabular Data Generation on Adult Census Income

DT Accuracy LR Accuracy Parameters(M)RF Accuracy

Tabular Data Generation on California Housing Prices

Parameters(M)RF Mean Squared Error DT Mean Squared Error LR Mean Squared Error

Tabular Data Generation on Diabetes

DT Accuracy Parameters(M)LR Accuracy RF Accuracy

Tabular Data Generation on HELOC

DT Accuracy LR Accuracy Parameters(M)RF Accuracy

Tabular Data Generation on SICK

DT Accuracy LR Accuracy Parameters(M)RF Accuracy

Tabular Data Generation on Travel

DT Accuracy LR Accuracy RF Accuracy Parameters(M)